Journal Club

1) What Is ChatGPT Doing ... and Why Does It Work? (Blog)
Paperback – March 9, 2023, by Stephen Wolfram (Author)

Presentation: https://youtu.be/flXrLGPY3SU 

2) Counter argument by Jann LeCun that LLM sets a direction, not the destination

Presentation: https://youtu.be/mViTAXCg1xQ 

Ideas floating ... world models <--> language models, missing reasoning engine. What semantics?

JS runtime

WinterCG presentation at Open Source Summit 2023: https://www.youtube.com/watch?v=fih5Yt3UiNg 

Hackathon 

P2P (Praful)

Progress update with hands-on test or do we do it at Friday FAIR?

OpenAI fine-tuning (Yasmmin/Adalberto)

Fine-tuning improves on few-shot learning by training on many more examples than can fit in the prompt

https://platform.openai.com/docs/guides/fine-tuning 

Please show us the web way ... (json through fetch) 

check ~ $1 in https://platform.openai.com/account/usage May 30. 

Discuss "few-shot learning" vs "fine tuning"

Medicaid SDK (Lorena)

https://observablehq.com/@lorenasandoval88/medicaid_data 

NOAA aerosol data (Daniel) 

...

AI LLM in GCP Vertex.ai ( preview Daniel?)

starting a large embedding job on GCP Vertex AI 57,000+ Job Titles, over 1,000,000 characters. expected cost ~$0.15.  All client side JS, I cache the job titles + embeddings so I never call the same job title twice. When the job is complete, I'll check into github.

mSig SDK (Aaron)

https://episphere.github.io/msig 

Townhall - 11:00 (~10:55)

DCEG Town Hall

Wed 5/31/2023 11:00 AM - 12:00 PM

Hybrid - TE406/408/410 and Virtual

If you don't have the webex link in your calender pls let me know and I'll share